Tyler Hyungtaek Rim

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Automatic Segmentation

Computed Tomography Images

Machine Learning

Top Venues

npj Digit. Medicine

Frontiers Digit. Health

Comput. Biol. Medicine

J. Am. Medical Informatics Assoc.

Publications

Young Su Joo, Tyler Hyungtaek Rim, Hee Byung Koh, Joseph Yi, Hyeonmin Kim, Geunyoung Lee, Young Ah Kim, Shin-Wook Kang, Sung Soo Kim, Jung Tak Park
Non-invasive chronic kidney disease risk stratification tool derived from retina-based deep learning and clinical factors. npj Digit. Medicine 6 (2023)
Chan Joo Lee, Tyler Hyungtaek Rim, Hyun Goo Kang, Joseph Keunhong Yi, Geunyoung Lee, Marco Yu, Soo-Hyun Park, Jin-Taek Hwang, Yih Chung Tham, Tien Yin Wong, Ching-Yu Cheng, Dong Wook Kim, Sung Soo Kim, Sungha Park
Pivotal trial of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from CMERC-HI. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Bjorn Kaijun Betzler, Tyler Hyungtaek Rim, Charumathi Sabanayagam, Ching-Yu Cheng
Artificial Intelligence in Predicting Systemic Parameters and Diseases From Ophthalmic Imaging. Frontiers Digit. Health 4 (2022)
Mihir Deshmukh, Yu-Chi Liu, Tyler Hyungtaek Rim, Anandalakshmi Venkatraman, Matthew Davidson, Marco Yu, Hong Seok Kim, Geunyoung Lee, Ikhyun Jun, Jodhbir S. Mehta, Eung Kweon Kim
Automatic segmentation of corneal deposits from corneal stromal dystrophy images via deep learning. Comput. Biol. Medicine 137 (2021)
Tae Keun Yoo, Ik Hee Ryu, Geunyoung Lee, Youngnam Kim, Jin Kuk Kim, In Sik Lee, Jung Sub Kim, Tyler Hyungtaek Rim
Adopting machine learning to automatically identify candidate patients for corneal refractive surgery. npj Digit. Medicine 2 (2019)